Lora Land - 27 High-Quality LoRA Adapters
Collection
27 Fine-tuned LoRA Adapters using Mistral-7B. Try them here: https://predibase.com/lora-land
•
27 items
•
Updated
•
3
Description: Binary sentiment detection
Original dataset: https://huggingface.co/datasets/glue/viewer/sst2
---
Try querying this adapter for free in Lora Land at https://predibase.com/lora-land!
The adapter_category is Sentiment Detection and the name is Sentiment Detection (SST2)
---
Sample input: Given the following sentence:\n\nthis illuminating documentary transcends our preconceived vision of the holy land and its inhabitants , revealing the human complexities beneath . \n\nRespond with 0 if the sentiment of the sentence is negative and 1 if the sentiment of the sentence is positive.
---
Sample output: 1
---
Try using this adapter yourself!
from transformers import AutoModelForCausalLM, AutoTokenizer
model_id = "mistralai/Mistral-7B-v0.1"
peft_model_id = "predibase/glue_sst2"
model = AutoModelForCausalLM.from_pretrained(model_id)
model.load_adapter(peft_model_id)
- Downloads last month
- 10,245
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social
visibility and check back later, or deploy to Inference Endpoints (dedicated)
instead.
Model tree for predibase/glue_sst2
Base model
mistralai/Mistral-7B-v0.1